What is the Dual Basis for Linear Algebra?

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SUMMARY

The discussion focuses on the concept of the dual basis in linear algebra, specifically for the vector space V = R³. The user successfully demonstrated that the set {f1, f2, f3} is a basis for the dual space V* using the Gauss-Jordan method to establish linear independence. They also noted that since the dimension of V is three, the dimension of V* is also three, confirming that {f1, f2, f3} forms a basis for V*. The challenge remains in finding the corresponding basis vectors in V that satisfy the dual basis condition, where fi(xj) = δij.

PREREQUISITES
  • Understanding of linear independence and basis in vector spaces
  • Familiarity with the Gauss-Jordan elimination method
  • Knowledge of dual spaces and the dual basis concept
  • Basic proficiency in solving systems of linear equations
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  • Study the properties of dual spaces in linear algebra
  • Learn how to apply the Gauss-Jordan method to find bases
  • Explore the Replacement Theorem and its implications in linear algebra
  • Investigate methods for solving systems of equations related to dual bases
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Students and professionals in mathematics, particularly those studying linear algebra, as well as educators looking to deepen their understanding of dual bases and their applications.

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[SOLVED] Linear Algebra Dual Basis

Let V= R3 and define f1, f2, f3 in V* as follows:
f1 = x -2y
f2 = x + y +z
f3 = y -3z

part (a): prove that {f1, f2, f3} is a basis for V*

I did this by using the gauss jordan method and showing that {f1, f2, f3} is linearly independent. Now because dim(V) is finite, I know that dim(V) = dim(V*). Because the set {f1, f2, f3} has exactly three vectors and the dimension of V* is three, by a corollary to the the Replacement Theorem, {f1, f2, f3} is a basis for V*

part (b) Find a basis for V for which {f1,f2,f3} is the dual basis.

I know that a for a dual basis, fi(xj) = \deltaij , but I can’t find the x1,x2,x3 for which this works. Any suggestions?
 
Physics news on Phys.org
Each basis vector in V that satisfies fi(ej) = \delta ij defines a system of 3 equations in 3 unknowns. Each of these systems gives you one of the basis vectors.
 

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